ZygoteRules

JuliaHub·Source·Documentation

Last updated: Oct 30, 2026

Cumulative

Downloads last 30 days: 118,626
Downloads last week: 45,409
Downloads last day: 16,622
Downloads last 30 days: 118,626
Downloads last week: 45,409
Downloads last day: 16,622

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

2 packages (2 direct)


MacroTools	Direct	705,635
ChainRulesCore	Direct	496,736

Dependents

100 packages (15 direct, 85 transitive) · 159,845 downloads (last 30 days)


Zygote	Direct	94,828
DistributionsAD	Direct	7,290
DiffEqSensitivity	Direct	981
DiffEqGPU	Direct	729
AbstractNeuralNetworks	Direct	622
BAT	Direct	375
Quadrature	Direct	251
ScatterNNlib	Direct	194
SliceMap	Direct	147
SciMLExpectations	Direct	66
ArrayAllez	Direct	38
Torch	Direct	9
SpectralDistances	Direct	1
BliContractor	Direct	0
NamedPlus	Direct	0
Flux	Depth 2	40,383
SciMLSensitivity	Depth 2	4,852
PEPSKit	Depth 2	1,439
FluxTraining	Depth 2	688
NonconvexCore	Depth 2	589
ReinforcementLearningZoo	Depth 2	569
NonconvexUtils	Depth 2	465
Surrogates	Depth 2	428
LuxTestUtils	Depth 2	378
SymbolicNeuralNetworks	Depth 2	304
NonconvexIpopt	Depth 2	287
Sleipnir	Depth 2	263
NonconvexMMA	Depth 2	239
LaplaceRedux	Depth 2	204
NeuralPDE	Depth 2	203
Octofitter	Depth 2	199
TextModels	Depth 2	169
FluxOptTools	Depth 2	163
BetaML	Depth 2	162
CounterfactualExplanations	Depth 2	153
Transformers	Depth 2	149
ACEpotentials	Depth 2	123
ArrayPadding	Depth 2	106
RobustNeuralNetworks	Depth 2	100
Crux	Depth 2	100
Jello	Depth 2	79
NonconvexNLopt	Depth 2	79
JointEnergyModels	Depth 2	78
DecisionRules	Depth 2	75
TopOpt	Depth 2	74
Nevanlinna	Depth 2	72
HighDimPDE	Depth 2	69
SignalTemporalLogic	Depth 2	66
ApplicationDrivenLearning	Depth 2	62
MagNav	Depth 2	49
GumbelSoftmax	Depth 2	49
ConditionalDists	Depth 2	42
MacroEnergyTimeReduction	Depth 2	39
GridapTopOpt	Depth 2	38
DifferentiableBackwardEuler	Depth 2	38
WeightedArrays	Depth 2	38
ParallelParticleSwarms	Depth 2	38
DPFEHM	Depth 2	36
TransportBasedInference	Depth 2	36
GraphNetCore	Depth 2	31
TNRKit	Depth 2	30
SeaPearl	Depth 2	30
Solaris	Depth 2	29
GenerativeModels	Depth 2	26
AutoEncoderToolkit	Depth 2	26
TeneT	Depth 2	26
QuanEstimationBase	Depth 2	24
MonotoneSplines	Depth 2	22
DiffFusion	Depth 2	21
MeshGraphNets	Depth 2	21
CMBLensing	Depth 2	20
AstroNbodySim	Depth 2	19
Flux3D	Depth 2	19
EasyModelAnalysis	Depth 2	17
QuadratureCuba	Depth 2	16
NonconvexJuniper	Depth 2	14
ReducedComplexityModeling	Depth 2	13
WaveOpticsPropagation	Depth 2	13
QuadratureCubature	Depth 2	11
TuringBenchmarking	Depth 2	9
DeconvOptim	Depth 2	8
NeuralNetDiffEq	Depth 2	8
Tsunami	Depth 2	7
Nerf	Depth 2	7
BackwardsLinalg	Depth 2	7
NarxHematox	Depth 2	6
GraphNetSim	Depth 2	6
EFTfitter	Depth 2	6
Opal	Depth 2	5
RegressionDiscontinuity	Depth 2	5
Newtrinos	Depth 2	5
GeometricMachineLearning	Depth 2	5
MixedComplementarityProblems	Depth 2	5
Omega	Depth 2	4
RandomMeas	Depth 2	4
Fluxperimental	Depth 2	4
QuantumNLDiffEq	Depth 2	4
StochasticGene	Depth 2	3
MCPhylo	Depth 2	3
MOSLab	Depth 2	3